##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 200547  29.899%  (99.699% of non-spam corpus)
# Correctly spam:     325354  48.506%  (69.284% of spam corpus)
# False positives:       606  0.090%  (0.301% of nonspam,  85393 weighted)
# False negatives:    144241  21.504%  (30.716% of spam, 406262 weighted)
# Average score for spam:  7.6    nonspam: -0.7
# Average for false-pos:   6.0  false-neg: 2.8
# TOTAL:              670748  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25079  99.70%
# Correctly spam:      40670  69.40%
# False positives:        75  0.30%
# False negatives:     17929  30.60%
# TCR(l=50): 2.703031  SpamRecall: 69.404%  SpamPrec: 99.816%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 200787  99.82%
# Correctly spam:     125222  26.67%
# False positives:       366  0.18%
# False negatives:    344373  73.33%
# TCR(l=50): 1.294817  SpamRecall: 26.666%  SpamPrec: 99.709%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25103  99.80%
# Correctly spam:      15733  26.85%
# False positives:        51  0.20%
# False negatives:     42866  73.15%
# TCR(l=50): 1.290272  SpamRecall: 26.849%  SpamPrec: 99.677%